Z.ai: GLM 4.5V

Z.AI's GLM-4.5V demonstrates moderate speed performance, ranking in the 30th percentile across benchmarks, and offers moderate pricing, placing it in the 25th percentile. A standout feature is its exceptional reliability, boasting a 98% success rate, indicating minimal technical failures and consistent response delivery. In terms of accuracy, GLM-4.5V excels in several areas. It achieves strong results in Coding (92.0% accuracy, 79th percentile), Email Classification (99.0% accuracy, 80th percentile), and Reasoning (92.0% accuracy, 82nd percentile), aligning with its description as a vision-language model for multimodal agent applications with strong gains in grounding and spatial reasoning. General Knowledge (99.0% accuracy, 67th percentile) and Ethics (99.0% accuracy, 54th percentile) also show solid performance. Its hallucination rate is relatively low at 92.0% accuracy, suggesting a good ability to acknowledge uncertainty. However, a notable weakness is its Instruction Following capability, with a significantly lower accuracy of 5.1% (23rd percentile), indicating challenges with complex multi-step directives. Mathematics performance is average at 85.0% accuracy (52nd percentile).